<p><b>Abstract</b>—This note discusses the inferential procedure used by Esposito et al. [<ref rid="bibi04921" type="bib">1</ref>] to compare the performance of methods of classification, makes some links with recent research on resampling methodology, and mentions some alternative approaches.</p>